Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 101763 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 17.2 MiB |
| Average record size in memory | 177.0 B |
Variable types
| Numeric | 22 |
|---|---|
| Boolean | 1 |
loc is highly overall correlated with v(g) and 15 other fields | High correlation |
v(g) is highly overall correlated with loc and 9 other fields | High correlation |
ev(g) is highly overall correlated with v(g) and 2 other fields | High correlation |
iv(g) is highly overall correlated with loc and 4 other fields | High correlation |
n is highly overall correlated with loc and 14 other fields | High correlation |
v is highly overall correlated with loc and 14 other fields | High correlation |
l is highly overall correlated with loc and 12 other fields | High correlation |
d is highly overall correlated with loc and 15 other fields | High correlation |
i is highly overall correlated with n and 11 other fields | High correlation |
e is highly overall correlated with loc and 15 other fields | High correlation |
b is highly overall correlated with loc and 14 other fields | High correlation |
t is highly overall correlated with loc and 15 other fields | High correlation |
lOCode is highly overall correlated with loc and 16 other fields | High correlation |
lOComment is highly overall correlated with n and 6 other fields | High correlation |
lOBlank is highly overall correlated with loc and 13 other fields | High correlation |
uniq_Op is highly overall correlated with loc and 15 other fields | High correlation |
uniq_Opnd is highly overall correlated with loc and 12 other fields | High correlation |
total_Op is highly overall correlated with loc and 14 other fields | High correlation |
total_Opnd is highly overall correlated with loc and 13 other fields | High correlation |
branchCount is highly overall correlated with loc and 9 other fields | High correlation |
iv(g) is highly skewed (γ1 = 28.2099643) | Skewed |
e is highly skewed (γ1 = 47.67644577) | Skewed |
t is highly skewed (γ1 = 46.3634028) | Skewed |
id is uniformly distributed | Uniform |
id has unique values | Unique |
n has 7835 (7.7%) zeros | Zeros |
v has 7864 (7.7%) zeros | Zeros |
l has 7899 (7.8%) zeros | Zeros |
d has 7871 (7.7%) zeros | Zeros |
i has 7870 (7.7%) zeros | Zeros |
e has 7900 (7.8%) zeros | Zeros |
b has 8097 (8.0%) zeros | Zeros |
t has 7901 (7.8%) zeros | Zeros |
lOCode has 7818 (7.7%) zeros | Zeros |
lOComment has 72851 (71.6%) zeros | Zeros |
lOBlank has 19324 (19.0%) zeros | Zeros |
locCodeAndComment has 93550 (91.9%) zeros | Zeros |
uniq_Op has 7795 (7.7%) zeros | Zeros |
uniq_Opnd has 7866 (7.7%) zeros | Zeros |
total_Op has 7834 (7.7%) zeros | Zeros |
total_Opnd has 7899 (7.8%) zeros | Zeros |
Reproduction
| Analysis started | 2023-10-12 14:14:18.577855 |
|---|---|
| Analysis finished | 2023-10-12 14:17:49.876254 |
| Duration | 3 minutes and 31.3 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
id
Real number (ℝ)
UNIFORM UNIQUE
| Distinct | 101763 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50881 |
| Minimum | 0 |
|---|---|
| Maximum | 101762 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5088.1 |
| Q1 | 25440.5 |
| median | 50881 |
| Q3 | 76321.5 |
| 95-th percentile | 96673.9 |
| Maximum | 101762 |
| Range | 101762 |
| Interquartile range (IQR) | 50881 |
Descriptive statistics
| Standard deviation | 29376.592 |
|---|---|
| Coefficient of variation (CV) | 0.57735878 |
| Kurtosis | -1.2 |
| Mean | 50881 |
| Median Absolute Deviation (MAD) | 25441 |
| Skewness | 0 |
| Sum | 5.1778032 × 109 |
| Variance | 8.6298416 × 108 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 67850 | 1 | < 0.1% |
| 67848 | 1 | < 0.1% |
| 67847 | 1 | < 0.1% |
| 67846 | 1 | < 0.1% |
| 67845 | 1 | < 0.1% |
| 67844 | 1 | < 0.1% |
| 67843 | 1 | < 0.1% |
| 67842 | 1 | < 0.1% |
| 67841 | 1 | < 0.1% |
| Other values (101753) | 101753 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 101762 | 1 | |
| 101761 | 1 | |
| 101760 | 1 | |
| 101759 | 1 | |
| 101758 | 1 | |
| 101757 | 1 | |
| 101756 | 1 | |
| 101755 | 1 | |
| 101754 | 1 | |
| 101753 | 1 |
loc
Real number (ℝ)
HIGH CORRELATION
| Distinct | 378 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.34716 |
| Minimum | 1 |
|---|---|
| Maximum | 3442 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 13 |
| median | 22 |
| Q3 | 42 |
| 95-th percentile | 113 |
| Maximum | 3442 |
| Range | 3441 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 54.600401 |
|---|---|
| Coefficient of variation (CV) | 1.4619693 |
| Kurtosis | 352.16512 |
| Mean | 37.34716 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 11.818912 |
| Sum | 3800559 |
| Variance | 2981.2038 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 11 | 3657 | 3.6% |
| 12 | 3431 | 3.4% |
| 7 | 3426 | 3.4% |
| 17 | 3255 | 3.2% |
| 8 | 3109 | 3.1% |
| 10 | 3084 | 3.0% |
| 14 | 3083 | 3.0% |
| 15 | 2935 | 2.9% |
| 9 | 2797 | 2.7% |
| 13 | 2713 | 2.7% |
| Other values (368) | 70273 |
| Value | Count | Frequency (%) |
| 1 | 7 | < 0.1% |
| 2 | 3 | < 0.1% |
| 3 | 14 | < 0.1% |
| 4 | 1544 | |
| 5 | 2090 | |
| 6 | 1728 | |
| 7 | 3426 | |
| 8 | 3109 | |
| 9 | 2797 | |
| 10 | 3084 |
| Value | Count | Frequency (%) |
| 3442 | 1 | < 0.1% |
| 2224 | 1 | < 0.1% |
| 1882 | 2 | < 0.1% |
| 1824 | 6 | < 0.1% |
| 1532 | 3 | < 0.1% |
| 1411 | 3 | < 0.1% |
| 1243 | 2 | < 0.1% |
| 1129 | 19 | |
| 902 | 2 | < 0.1% |
| 844 | 3 | < 0.1% |
v(g)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 106 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.492684 |
| Minimum | 1 |
|---|---|
| Maximum | 404 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 6 |
| 95-th percentile | 17 |
| Maximum | 404 |
| Range | 403 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 7.9008551 |
|---|---|
| Coefficient of variation (CV) | 1.4384325 |
| Kurtosis | 501.42626 |
| Mean | 5.492684 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 14.258631 |
| Sum | 558952 |
| Variance | 62.423511 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2 | 22519 | |
| 1 | 15794 | |
| 3 | 15555 | |
| 4 | 10002 | |
| 5 | 7864 | 7.7% |
| 6 | 5834 | 5.7% |
| 7 | 4048 | 4.0% |
| 8 | 3183 | 3.1% |
| 9 | 2417 | 2.4% |
| 10 | 2156 | 2.1% |
| Other values (96) | 12391 |
| Value | Count | Frequency (%) |
| 1 | 15794 | |
| 2 | 22519 | |
| 3 | 15555 | |
| 4 | 10002 | |
| 5 | 7864 | 7.7% |
| 6 | 5834 | 5.7% |
| 7 | 4048 | 4.0% |
| 8 | 3183 | 3.1% |
| 9 | 2417 | 2.4% |
| 10 | 2156 | 2.1% |
| Value | Count | Frequency (%) |
| 404 | 3 | |
| 402 | 2 | |
| 286 | 3 | |
| 273 | 1 | < 0.1% |
| 268 | 4 | |
| 263 | 3 | |
| 262 | 1 | < 0.1% |
| 207 | 1 | < 0.1% |
| 206 | 1 | < 0.1% |
| 201 | 1 | < 0.1% |
ev(g)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.8450223 |
| Minimum | 1 |
|---|---|
| Maximum | 165 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 11 |
| Maximum | 165 |
| Range | 164 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 4.6312616 |
|---|---|
| Coefficient of variation (CV) | 1.6278472 |
| Kurtosis | 96.037809 |
| Mean | 2.8450223 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.5134985 |
| Sum | 289518 |
| Variance | 21.448584 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 72275 | |
| 3 | 7143 | 7.0% |
| 4 | 5032 | 4.9% |
| 5 | 3732 | 3.7% |
| 6 | 2723 | 2.7% |
| 7 | 1858 | 1.8% |
| 8 | 1499 | 1.5% |
| 9 | 1224 | 1.2% |
| 10 | 989 | 1.0% |
| 11 | 805 | 0.8% |
| Other values (61) | 4483 | 4.4% |
| Value | Count | Frequency (%) |
| 1 | 72275 | |
| 2 | 3 | < 0.1% |
| 3 | 7143 | 7.0% |
| 4 | 5032 | 4.9% |
| 5 | 3732 | 3.7% |
| 6 | 2723 | 2.7% |
| 7 | 1858 | 1.8% |
| 8 | 1499 | 1.5% |
| 9 | 1224 | 1.2% |
| 10 | 989 | 1.0% |
| Value | Count | Frequency (%) |
| 165 | 1 | < 0.1% |
| 140 | 3 | |
| 133 | 2 | |
| 117 | 1 | < 0.1% |
| 113 | 2 | |
| 112 | 1 | < 0.1% |
| 111 | 1 | < 0.1% |
| 95 | 1 | < 0.1% |
| 82 | 3 | |
| 77 | 1 | < 0.1% |
iv(g)
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 84 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4988257 |
| Minimum | 1 |
|---|---|
| Maximum | 402 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 10 |
| Maximum | 402 |
| Range | 401 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 5.5345411 |
|---|---|
| Coefficient of variation (CV) | 1.5818282 |
| Kurtosis | 1564.1088 |
| Mean | 3.4988257 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 28.209964 |
| Sum | 356051 |
| Variance | 30.631145 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2 | 30315 | |
| 1 | 27101 | |
| 3 | 14879 | |
| 4 | 8630 | 8.5% |
| 5 | 5697 | 5.6% |
| 6 | 3573 | 3.5% |
| 7 | 3026 | 3.0% |
| 8 | 1588 | 1.6% |
| 9 | 1467 | 1.4% |
| 10 | 871 | 0.9% |
| Other values (74) | 4616 | 4.5% |
| Value | Count | Frequency (%) |
| 1 | 27101 | |
| 2 | 30315 | |
| 3 | 14879 | |
| 4 | 8630 | 8.5% |
| 5 | 5697 | 5.6% |
| 6 | 3573 | 3.5% |
| 7 | 3026 | 3.0% |
| 8 | 1588 | 1.6% |
| 9 | 1467 | 1.4% |
| 10 | 871 | 0.9% |
| Value | Count | Frequency (%) |
| 402 | 2 | < 0.1% |
| 385 | 3 | |
| 256 | 3 | |
| 223 | 1 | < 0.1% |
| 219 | 6 | |
| 207 | 1 | < 0.1% |
| 202 | 1 | < 0.1% |
| 197 | 1 | < 0.1% |
| 171 | 1 | < 0.1% |
| 128 | 1 | < 0.1% |
n
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 836 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96.655995 |
| Minimum | 0 |
|---|---|
| Maximum | 8441 |
| Zeros | 7835 |
| Zeros (%) | 7.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 25 |
| median | 51 |
| Q3 | 111 |
| 95-th percentile | 312 |
| Maximum | 8441 |
| Range | 8441 |
| Interquartile range (IQR) | 86 |
Descriptive statistics
| Standard deviation | 171.14719 |
|---|---|
| Coefficient of variation (CV) | 1.7706837 |
| Kurtosis | 209.57366 |
| Mean | 96.655995 |
| Median Absolute Deviation (MAD) | 33 |
| Skewness | 9.9085142 |
| Sum | 9836004 |
| Variance | 29291.361 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7835 | 7.7% |
| 15 | 1430 | 1.4% |
| 22 | 1390 | 1.4% |
| 27 | 1383 | 1.4% |
| 29 | 1311 | 1.3% |
| 25 | 1278 | 1.3% |
| 21 | 1262 | 1.2% |
| 24 | 1253 | 1.2% |
| 14 | 1240 | 1.2% |
| 17 | 1236 | 1.2% |
| Other values (826) | 82145 |
| Value | Count | Frequency (%) |
| 0 | 7835 | |
| 1 | 30 | < 0.1% |
| 2 | 9 | < 0.1% |
| 3 | 20 | < 0.1% |
| 4 | 88 | 0.1% |
| 5 | 84 | 0.1% |
| 6 | 134 | 0.1% |
| 7 | 204 | 0.2% |
| 8 | 197 | 0.2% |
| 9 | 432 | 0.4% |
| Value | Count | Frequency (%) |
| 8441 | 1 | < 0.1% |
| 5669 | 3 | |
| 5392 | 1 | < 0.1% |
| 4828 | 6 | |
| 4308 | 5 | |
| 4022 | 3 | |
| 3896 | 1 | < 0.1% |
| 3848 | 2 | < 0.1% |
| 3415 | 2 | < 0.1% |
| 3281 | 6 |
v
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 4515 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 538.28096 |
| Minimum | 0 |
|---|---|
| Maximum | 80843.08 |
| Zeros | 7864 |
| Zeros (%) | 7.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 97.67 |
| median | 232.79 |
| Q3 | 560.25 |
| 95-th percentile | 1812.591 |
| Maximum | 80843.08 |
| Range | 80843.08 |
| Interquartile range (IQR) | 462.58 |
Descriptive statistics
| Standard deviation | 1270.7916 |
|---|---|
| Coefficient of variation (CV) | 2.3608333 |
| Kurtosis | 518.21261 |
| Mean | 538.28096 |
| Median Absolute Deviation (MAD) | 171.85 |
| Skewness | 15.959869 |
| Sum | 54777085 |
| Variance | 1614911.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7864 | 7.7% |
| 60.94 | 494 | 0.5% |
| 66.61 | 477 | 0.5% |
| 51.89 | 446 | 0.4% |
| 48.43 | 440 | 0.4% |
| 144.43 | 410 | 0.4% |
| 46.51 | 399 | 0.4% |
| 53.77 | 368 | 0.4% |
| 110.36 | 354 | 0.3% |
| 96 | 351 | 0.3% |
| Other values (4505) | 90160 |
| Value | Count | Frequency (%) |
| 0 | 7864 | |
| 1 | 1 | < 0.1% |
| 2 | 7 | < 0.1% |
| 4.75 | 29 | < 0.1% |
| 5 | 1 | < 0.1% |
| 7.75 | 1 | < 0.1% |
| 8 | 82 | 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11.61 | 79 | 0.1% |
| Value | Count | Frequency (%) |
| 80843.08 | 1 | < 0.1% |
| 55140.81 | 2 | < 0.1% |
| 48500.69 | 1 | < 0.1% |
| 46943.69 | 6 | |
| 43342.31 | 7 | |
| 41217.16 | 1 | < 0.1% |
| 35928.07 | 1 | < 0.1% |
| 33034.94 | 3 | |
| 31233.49 | 1 | < 0.1% |
| 28092.72 | 5 |
l
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 55 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1116335 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 7899 |
| Zeros (%) | 7.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.05 |
| median | 0.09 |
| Q3 | 0.15 |
| 95-th percentile | 0.32 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1 |
Descriptive statistics
| Standard deviation | 0.10009587 |
|---|---|
| Coefficient of variation (CV) | 0.89664725 |
| Kurtosis | 5.0319475 |
| Mean | 0.1116335 |
| Median Absolute Deviation (MAD) | 0.05 |
| Skewness | 1.9033374 |
| Sum | 11360.16 |
| Variance | 0.010019184 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7899 | 7.8% |
| 0.05 | 7861 | 7.7% |
| 0.04 | 7076 | 7.0% |
| 0.06 | 6863 | 6.7% |
| 0.03 | 6209 | 6.1% |
| 0.07 | 5335 | 5.2% |
| 0.08 | 5276 | 5.2% |
| 0.11 | 5195 | 5.1% |
| 0.09 | 4747 | 4.7% |
| 0.1 | 4584 | 4.5% |
| Other values (45) | 40718 |
| Value | Count | Frequency (%) |
| 0 | 7899 | |
| 0.01 | 714 | 0.7% |
| 0.02 | 3369 | |
| 0.03 | 6209 | |
| 0.04 | 7076 | |
| 0.05 | 7861 | |
| 0.06 | 6863 | |
| 0.07 | 5335 | |
| 0.08 | 5276 | |
| 0.09 | 4747 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 0.67 | 330 | 0.3% |
| 0.57 | 4 | < 0.1% |
| 0.56 | 23 | < 0.1% |
| 0.53 | 2 | < 0.1% |
| 0.5 | 1036 | |
| 0.49 | 2 | < 0.1% |
| 0.48 | 1 | < 0.1% |
| 0.47 | 14 | < 0.1% |
| 0.46 | 6 | < 0.1% |
d
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 3360 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.681881 |
| Minimum | 0 |
|---|---|
| Maximum | 418.2 |
| Zeros | 7871 |
| Zeros (%) | 7.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5.6 |
| median | 9.82 |
| Q3 | 18 |
| 95-th percentile | 37.73 |
| Maximum | 418.2 |
| Range | 418.2 |
| Interquartile range (IQR) | 12.4 |
Descriptive statistics
| Standard deviation | 14.121306 |
|---|---|
| Coefficient of variation (CV) | 1.0321173 |
| Kurtosis | 92.422268 |
| Mean | 13.681881 |
| Median Absolute Deviation (MAD) | 5.58 |
| Skewness | 5.6180812 |
| Sum | 1392309.3 |
| Variance | 199.41128 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7871 | 7.7% |
| 3.5 | 1702 | 1.7% |
| 3 | 1406 | 1.4% |
| 4 | 1370 | 1.3% |
| 2.5 | 1270 | 1.2% |
| 9 | 1187 | 1.2% |
| 2 | 1041 | 1.0% |
| 6 | 1029 | 1.0% |
| 7.5 | 1022 | 1.0% |
| 4.5 | 1018 | 1.0% |
| Other values (3350) | 82847 |
| Value | Count | Frequency (%) |
| 0 | 7871 | |
| 0.67 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1.5 | 333 | 0.3% |
| 1.75 | 5 | < 0.1% |
| 1.8 | 23 | < 0.1% |
| 1.88 | 2 | < 0.1% |
| 2 | 1041 | 1.0% |
| 2.02 | 1 | < 0.1% |
| 2.12 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 418.2 | 4 | |
| 408.73 | 4 | |
| 384.45 | 2 | < 0.1% |
| 337.36 | 2 | < 0.1% |
| 290.15 | 4 | |
| 269.46 | 3 | |
| 215.17 | 6 | |
| 214.5 | 1 | < 0.1% |
| 213.53 | 7 | |
| 206.01 | 2 | < 0.1% |
i
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 5171 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.573007 |
| Minimum | 0 |
|---|---|
| Maximum | 569.78 |
| Zeros | 7870 |
| Zeros (%) | 7.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 15.56 |
| median | 23.36 |
| Q3 | 34.34 |
| 95-th percentile | 61.9 |
| Maximum | 569.78 |
| Range | 569.78 |
| Interquartile range (IQR) | 18.78 |
Descriptive statistics
| Standard deviation | 22.856742 |
|---|---|
| Coefficient of variation (CV) | 0.82895356 |
| Kurtosis | 57.408889 |
| Mean | 27.573007 |
| Median Absolute Deviation (MAD) | 8.85 |
| Skewness | 4.8597432 |
| Sum | 2805911.9 |
| Variance | 522.43066 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7870 | 7.7% |
| 15.63 | 284 | 0.3% |
| 15.86 | 277 | 0.3% |
| 16.14 | 259 | 0.3% |
| 14.34 | 245 | 0.2% |
| 17.41 | 237 | 0.2% |
| 17.79 | 237 | 0.2% |
| 12.8 | 233 | 0.2% |
| 24.38 | 225 | 0.2% |
| 20 | 217 | 0.2% |
| Other values (5161) | 91679 |
| Value | Count | Frequency (%) |
| 0 | 7870 | |
| 1 | 1 | < 0.1% |
| 1.37 | 1 | < 0.1% |
| 1.7 | 1 | < 0.1% |
| 2.07 | 1 | < 0.1% |
| 3.04 | 1 | < 0.1% |
| 3.1 | 2 | < 0.1% |
| 3.48 | 6 | < 0.1% |
| 4.14 | 7 | < 0.1% |
| 4.2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 569.78 | 2 | < 0.1% |
| 567.46 | 2 | < 0.1% |
| 559.62 | 2 | < 0.1% |
| 515.21 | 1 | < 0.1% |
| 508.42 | 1 | < 0.1% |
| 473.41 | 2 | < 0.1% |
| 466.75 | 2 | < 0.1% |
| 429.87 | 1 | < 0.1% |
| 413.59 | 1 | < 0.1% |
| 412.83 | 5 |
e
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 8729 |
|---|---|
| Distinct (%) | 8.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20853.59 |
| Minimum | 0 |
|---|---|
| Maximum | 16846621 |
| Zeros | 7900 |
| Zeros (%) | 7.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 564.73 |
| median | 2256.23 |
| Q3 | 10193.24 |
| 95-th percentile | 65221.5 |
| Maximum | 16846621 |
| Range | 16846621 |
| Interquartile range (IQR) | 9628.51 |
Descriptive statistics
| Standard deviation | 190571.41 |
|---|---|
| Coefficient of variation (CV) | 9.1385419 |
| Kurtosis | 2887.0291 |
| Mean | 20853.59 |
| Median Absolute Deviation (MAD) | 2116.75 |
| Skewness | 47.676446 |
| Sum | 2.1221239 × 109 |
| Variance | 3.6317461 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7900 | 7.8% |
| 225.85 | 227 | 0.2% |
| 213.31 | 219 | 0.2% |
| 174.36 | 217 | 0.2% |
| 1043.09 | 190 | 0.2% |
| 250.04 | 186 | 0.2% |
| 186.03 | 172 | 0.2% |
| 139.52 | 170 | 0.2% |
| 151.35 | 158 | 0.2% |
| 1772.67 | 155 | 0.2% |
| Other values (8719) | 92169 |
| Value | Count | Frequency (%) |
| 0 | 7900 | |
| 1 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 12 | 83 | 0.1% |
| 13 | 1 | < 0.1% |
| 13.79 | 1 | < 0.1% |
| 16.25 | 1 | < 0.1% |
| 17.41 | 66 | 0.1% |
| 23.22 | 22 | < 0.1% |
| 23.26 | 12 | < 0.1% |
| Value | Count | Frequency (%) |
| 16846621.12 | 2 | < 0.1% |
| 12120796.16 | 2 | < 0.1% |
| 10367010.97 | 5 | |
| 10100866.9 | 4 | |
| 9254819.86 | 5 | |
| 8901671.32 | 3 | |
| 8255889.43 | 4 | |
| 6524839.94 | 5 | |
| 6246976.34 | 1 | < 0.1% |
| 4769979.95 | 1 | < 0.1% |
b
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 315 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17916404 |
| Minimum | 0 |
|---|---|
| Maximum | 26.95 |
| Zeros | 8097 |
| Zeros (%) | 8.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.03 |
| median | 0.08 |
| Q3 | 0.19 |
| 95-th percentile | 0.6 |
| Maximum | 26.95 |
| Range | 26.95 |
| Interquartile range (IQR) | 0.16 |
Descriptive statistics
| Standard deviation | 0.42184435 |
|---|---|
| Coefficient of variation (CV) | 2.3545147 |
| Kurtosis | 533.05155 |
| Mean | 0.17916404 |
| Median Absolute Deviation (MAD) | 0.06 |
| Skewness | 16.016099 |
| Sum | 18232.27 |
| Variance | 0.17795266 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 8097 | 8.0% |
| 0.02 | 8055 | 7.9% |
| 0.03 | 7588 | 7.5% |
| 0.04 | 6500 | 6.4% |
| 0.05 | 5756 | 5.7% |
| 0.06 | 5743 | 5.6% |
| 0.07 | 4639 | 4.6% |
| 0.08 | 4139 | 4.1% |
| 0.09 | 3803 | 3.7% |
| 0.01 | 3575 | 3.5% |
| Other values (305) | 43868 |
| Value | Count | Frequency (%) |
| 0 | 8097 | |
| 0.01 | 3575 | |
| 0.02 | 8055 | |
| 0.03 | 7588 | |
| 0.04 | 6500 | |
| 0.05 | 5756 | |
| 0.06 | 5743 | |
| 0.07 | 4639 | |
| 0.08 | 4139 | |
| 0.09 | 3803 |
| Value | Count | Frequency (%) |
| 26.95 | 1 | < 0.1% |
| 20.47 | 1 | < 0.1% |
| 18.85 | 1 | < 0.1% |
| 18.38 | 2 | |
| 15.65 | 3 | |
| 14.45 | 3 | |
| 13.74 | 3 | |
| 11.98 | 4 | |
| 11.01 | 2 | |
| 10.41 | 1 | < 0.1% |
t
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 8608 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1141.358 |
| Minimum | 0 |
|---|---|
| Maximum | 935923.39 |
| Zeros | 7901 |
| Zeros (%) | 7.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 31.38 |
| median | 125.4 |
| Q3 | 565.92 |
| 95-th percentile | 3623.42 |
| Maximum | 935923.39 |
| Range | 935923.39 |
| Interquartile range (IQR) | 534.54 |
Descriptive statistics
| Standard deviation | 9862.7955 |
|---|---|
| Coefficient of variation (CV) | 8.6412814 |
| Kurtosis | 2780.017 |
| Mean | 1141.358 |
| Median Absolute Deviation (MAD) | 117.65 |
| Skewness | 46.363403 |
| Sum | 1.1614801 × 108 |
| Variance | 97274735 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7901 | 7.8% |
| 11.85 | 243 | 0.2% |
| 9.69 | 234 | 0.2% |
| 12.55 | 222 | 0.2% |
| 7.75 | 195 | 0.2% |
| 13.89 | 189 | 0.2% |
| 57.95 | 183 | 0.2% |
| 6.92 | 183 | 0.2% |
| 10.33 | 175 | 0.2% |
| 9.25 | 173 | 0.2% |
| Other values (8598) | 92065 |
| Value | Count | Frequency (%) |
| 0 | 7901 | |
| 0.44 | 1 | < 0.1% |
| 0.67 | 85 | 0.1% |
| 0.74 | 1 | < 0.1% |
| 0.97 | 64 | 0.1% |
| 1 | 2 | < 0.1% |
| 1.29 | 32 | < 0.1% |
| 1.33 | 1 | < 0.1% |
| 1.35 | 19 | < 0.1% |
| 1.51 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 935923.39 | 1 | < 0.1% |
| 673377.6 | 2 | < 0.1% |
| 575945.03 | 4 | |
| 561159.25 | 3 | |
| 514156.64 | 4 | |
| 494537.33 | 2 | < 0.1% |
| 458660.51 | 5 | |
| 375433.58 | 1 | < 0.1% |
| 362491.09 | 7 | |
| 238607.05 | 1 | < 0.1% |
lOCode
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 298 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.802453 |
| Minimum | 0 |
|---|---|
| Maximum | 2824 |
| Zeros | 7818 |
| Zeros (%) | 7.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7 |
| median | 14 |
| Q3 | 26 |
| 95-th percentile | 71 |
| Maximum | 2824 |
| Range | 2824 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 38.54101 |
|---|---|
| Coefficient of variation (CV) | 1.6902133 |
| Kurtosis | 633.77852 |
| Mean | 22.802453 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 15.961574 |
| Sum | 2320446 |
| Variance | 1485.4094 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7818 | 7.7% |
| 6 | 4385 | 4.3% |
| 10 | 4306 | 4.2% |
| 9 | 4220 | 4.1% |
| 8 | 4048 | 4.0% |
| 7 | 3903 | 3.8% |
| 4 | 3715 | 3.7% |
| 5 | 3707 | 3.6% |
| 13 | 3461 | 3.4% |
| 11 | 3238 | 3.2% |
| Other values (288) | 58962 |
| Value | Count | Frequency (%) |
| 0 | 7818 | |
| 1 | 63 | 0.1% |
| 2 | 1870 | 1.8% |
| 3 | 3036 | 3.0% |
| 4 | 3715 | |
| 5 | 3707 | |
| 6 | 4385 | |
| 7 | 3903 | |
| 8 | 4048 | |
| 9 | 4220 |
| Value | Count | Frequency (%) |
| 2824 | 1 | < 0.1% |
| 1739 | 1 | < 0.1% |
| 1599 | 2 | < 0.1% |
| 1588 | 6 | |
| 1339 | 3 | |
| 1213 | 3 | |
| 952 | 2 | < 0.1% |
| 814 | 2 | < 0.1% |
| 656 | 3 | |
| 635 | 4 |
lOComment
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 91 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7739453 |
| Minimum | 0 |
|---|---|
| Maximum | 344 |
| Zeros | 72851 |
| Zeros (%) | 71.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 9 |
| Maximum | 344 |
| Range | 344 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 5.9024118 |
|---|---|
| Coefficient of variation (CV) | 3.3272794 |
| Kurtosis | 353.0629 |
| Mean | 1.7739453 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.086854 |
| Sum | 180522 |
| Variance | 34.838465 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 72851 | |
| 1 | 7237 | 7.1% |
| 2 | 4215 | 4.1% |
| 3 | 3249 | 3.2% |
| 4 | 2488 | 2.4% |
| 5 | 1986 | 2.0% |
| 6 | 1842 | 1.8% |
| 7 | 1302 | 1.3% |
| 8 | 921 | 0.9% |
| 9 | 809 | 0.8% |
| Other values (81) | 4863 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 72851 | |
| 1 | 7237 | 7.1% |
| 2 | 4215 | 4.1% |
| 3 | 3249 | 3.2% |
| 4 | 2488 | 2.4% |
| 5 | 1986 | 2.0% |
| 6 | 1842 | 1.8% |
| 7 | 1302 | 1.3% |
| 8 | 921 | 0.9% |
| 9 | 809 | 0.8% |
| Value | Count | Frequency (%) |
| 344 | 2 | < 0.1% |
| 206 | 2 | < 0.1% |
| 162 | 3 | |
| 157 | 1 | < 0.1% |
| 141 | 6 | |
| 130 | 2 | < 0.1% |
| 120 | 3 | |
| 114 | 1 | < 0.1% |
| 112 | 5 | |
| 107 | 1 | < 0.1% |
lOBlank
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 94 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.979865 |
| Minimum | 0 |
|---|---|
| Maximum | 219 |
| Zeros | 19324 |
| Zeros (%) | 19.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 13 |
| Maximum | 219 |
| Range | 219 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 6.3823582 |
|---|---|
| Coefficient of variation (CV) | 1.603662 |
| Kurtosis | 166.02371 |
| Mean | 3.979865 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 8.7173778 |
| Sum | 405003 |
| Variance | 40.734496 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 19324 | |
| 1 | 17062 | |
| 2 | 15511 | |
| 3 | 13028 | |
| 4 | 9422 | |
| 5 | 6883 | 6.8% |
| 6 | 3791 | 3.7% |
| 7 | 3194 | 3.1% |
| 8 | 2509 | 2.5% |
| 9 | 2209 | 2.2% |
| Other values (84) | 8830 |
| Value | Count | Frequency (%) |
| 0 | 19324 | |
| 1 | 17062 | |
| 2 | 15511 | |
| 3 | 13028 | |
| 4 | 9422 | |
| 5 | 6883 | 6.8% |
| 6 | 3791 | 3.7% |
| 7 | 3194 | 3.1% |
| 8 | 2509 | 2.5% |
| 9 | 2209 | 2.2% |
| Value | Count | Frequency (%) |
| 219 | 4 | |
| 202 | 4 | |
| 164 | 5 | |
| 154 | 1 | < 0.1% |
| 143 | 6 | |
| 135 | 1 | < 0.1% |
| 133 | 2 | < 0.1% |
| 129 | 1 | < 0.1% |
| 114 | 4 | |
| 106 | 4 |
locCodeAndComment
Real number (ℝ)
ZEROS
| Distinct | 29 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.19660387 |
| Minimum | 0 |
|---|---|
| Maximum | 43 |
| Zeros | 93550 |
| Zeros (%) | 91.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 43 |
| Range | 43 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.99890639 |
|---|---|
| Coefficient of variation (CV) | 5.0808073 |
| Kurtosis | 220.28736 |
| Mean | 0.19660387 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.10858 |
| Sum | 20007 |
| Variance | 0.99781398 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 0 | 93550 | |
| 1 | 4221 | 4.1% |
| 2 | 1632 | 1.6% |
| 3 | 843 | 0.8% |
| 4 | 507 | 0.5% |
| 5 | 250 | 0.2% |
| 6 | 235 | 0.2% |
| 7 | 133 | 0.1% |
| 8 | 116 | 0.1% |
| 10 | 63 | 0.1% |
| Other values (19) | 213 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 93550 | |
| 1 | 4221 | 4.1% |
| 2 | 1632 | 1.6% |
| 3 | 843 | 0.8% |
| 4 | 507 | 0.5% |
| 5 | 250 | 0.2% |
| 6 | 235 | 0.2% |
| 7 | 133 | 0.1% |
| 8 | 116 | 0.1% |
| 9 | 54 | 0.1% |
| Value | Count | Frequency (%) |
| 43 | 1 | < 0.1% |
| 38 | 3 | |
| 32 | 1 | < 0.1% |
| 28 | 3 | |
| 26 | 1 | < 0.1% |
| 24 | 7 | |
| 23 | 3 | |
| 22 | 3 | |
| 20 | 4 | |
| 19 | 1 | < 0.1% |
uniq_Op
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 70 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.896131 |
| Minimum | 0 |
|---|---|
| Maximum | 410 |
| Zeros | 7795 |
| Zeros (%) | 7.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 8 |
| median | 11 |
| Q3 | 16 |
| 95-th percentile | 23 |
| Maximum | 410 |
| Range | 410 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.7495494 |
|---|---|
| Coefficient of variation (CV) | 0.56737348 |
| Kurtosis | 274.16096 |
| Mean | 11.896131 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 5.6386888 |
| Sum | 1210586 |
| Variance | 45.556417 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7795 | 7.7% |
| 11 | 7783 | 7.6% |
| 12 | 7761 | 7.6% |
| 9 | 7262 | 7.1% |
| 10 | 6863 | 6.7% |
| 8 | 5741 | 5.6% |
| 7 | 5622 | 5.5% |
| 14 | 5587 | 5.5% |
| 13 | 5547 | 5.5% |
| 15 | 4945 | 4.9% |
| Other values (60) | 36857 |
| Value | Count | Frequency (%) |
| 0 | 7795 | |
| 1 | 29 | < 0.1% |
| 2 | 11 | < 0.1% |
| 3 | 457 | 0.4% |
| 4 | 1892 | 1.9% |
| 5 | 2888 | 2.8% |
| 6 | 4586 | |
| 7 | 5622 | |
| 8 | 5741 | |
| 9 | 7262 |
| Value | Count | Frequency (%) |
| 410 | 2 | < 0.1% |
| 280 | 1 | < 0.1% |
| 172 | 1 | < 0.1% |
| 155 | 2 | < 0.1% |
| 105 | 3 | |
| 102 | 3 | |
| 99 | 6 | |
| 98 | 1 | < 0.1% |
| 88 | 1 | < 0.1% |
| 78 | 2 | < 0.1% |
uniq_Opnd
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 176 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.596671 |
| Minimum | 0 |
|---|---|
| Maximum | 1026 |
| Zeros | 7866 |
| Zeros (%) | 7.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7 |
| median | 12 |
| Q3 | 20 |
| 95-th percentile | 42 |
| Maximum | 1026 |
| Range | 1026 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 18.064261 |
|---|---|
| Coefficient of variation (CV) | 1.1582126 |
| Kurtosis | 502.41935 |
| Mean | 15.596671 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 13.504999 |
| Sum | 1587164 |
| Variance | 326.31752 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7866 | 7.7% |
| 6 | 7022 | 6.9% |
| 7 | 5500 | 5.4% |
| 8 | 5396 | 5.3% |
| 10 | 4971 | 4.9% |
| 12 | 4908 | 4.8% |
| 11 | 4762 | 4.7% |
| 5 | 4682 | 4.6% |
| 9 | 4489 | 4.4% |
| 13 | 3596 | 3.5% |
| Other values (166) | 48571 |
| Value | Count | Frequency (%) |
| 0 | 7866 | |
| 1 | 220 | 0.2% |
| 2 | 609 | 0.6% |
| 3 | 1657 | 1.6% |
| 4 | 3004 | 3.0% |
| 5 | 4682 | |
| 6 | 7022 | |
| 7 | 5500 | |
| 8 | 5396 | |
| 9 | 4489 |
| Value | Count | Frequency (%) |
| 1026 | 2 | < 0.1% |
| 811 | 3 | |
| 806 | 3 | |
| 609 | 5 | |
| 458 | 1 | < 0.1% |
| 407 | 4 | |
| 382 | 1 | < 0.1% |
| 355 | 4 | |
| 279 | 3 | |
| 264 | 2 | < 0.1% |
total_Op
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 623 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.628116 |
| Minimum | 0 |
|---|---|
| Maximum | 5420 |
| Zeros | 7834 |
| Zeros (%) | 7.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 15 |
| median | 30 |
| Q3 | 66 |
| 95-th percentile | 183 |
| Maximum | 5420 |
| Range | 5420 |
| Interquartile range (IQR) | 51 |
Descriptive statistics
| Standard deviation | 104.53766 |
|---|---|
| Coefficient of variation (CV) | 1.8140045 |
| Kurtosis | 264.10462 |
| Mean | 57.628116 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | 11.149996 |
| Sum | 5864410 |
| Variance | 10928.122 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7834 | 7.7% |
| 15 | 2305 | 2.3% |
| 10 | 2091 | 2.1% |
| 21 | 2067 | 2.0% |
| 16 | 2051 | 2.0% |
| 11 | 2045 | 2.0% |
| 13 | 2026 | 2.0% |
| 19 | 2014 | 2.0% |
| 17 | 1977 | 1.9% |
| 9 | 1965 | 1.9% |
| Other values (613) | 75388 |
| Value | Count | Frequency (%) |
| 0 | 7834 | |
| 1 | 29 | < 0.1% |
| 2 | 11 | < 0.1% |
| 3 | 184 | 0.2% |
| 4 | 147 | 0.1% |
| 5 | 490 | 0.5% |
| 6 | 763 | 0.7% |
| 7 | 1314 | 1.3% |
| 8 | 1871 | 1.8% |
| 9 | 1965 | 1.9% |
| Value | Count | Frequency (%) |
| 5420 | 1 | < 0.1% |
| 3368 | 7 | |
| 3172 | 5 | |
| 3149 | 2 | < 0.1% |
| 2752 | 4 | |
| 2595 | 1 | < 0.1% |
| 2415 | 4 | |
| 2154 | 3 | |
| 2029 | 1 | < 0.1% |
| 1932 | 4 |
total_Opnd
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 485 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.249698 |
| Minimum | 0 |
|---|---|
| Maximum | 3021 |
| Zeros | 7899 |
| Zeros (%) | 7.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10 |
| median | 20 |
| Q3 | 45 |
| 95-th percentile | 129 |
| Maximum | 3021 |
| Range | 3021 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 71.692309 |
|---|---|
| Coefficient of variation (CV) | 1.8265697 |
| Kurtosis | 225.7243 |
| Mean | 39.249698 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 10.496121 |
| Sum | 3994167 |
| Variance | 5139.7871 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7899 | 7.8% |
| 7 | 3433 | 3.4% |
| 10 | 3044 | 3.0% |
| 8 | 3038 | 3.0% |
| 6 | 2845 | 2.8% |
| 9 | 2784 | 2.7% |
| 15 | 2767 | 2.7% |
| 13 | 2761 | 2.7% |
| 16 | 2514 | 2.5% |
| 12 | 2507 | 2.5% |
| Other values (475) | 68171 |
| Value | Count | Frequency (%) |
| 0 | 7899 | |
| 1 | 195 | 0.2% |
| 2 | 357 | 0.4% |
| 3 | 764 | 0.8% |
| 4 | 1597 | 1.6% |
| 5 | 2020 | 2.0% |
| 6 | 2845 | 2.8% |
| 7 | 3433 | |
| 8 | 3038 | 3.0% |
| 9 | 2784 | 2.7% |
| Value | Count | Frequency (%) |
| 3021 | 2 | |
| 2537 | 1 | < 0.1% |
| 2526 | 1 | < 0.1% |
| 2301 | 3 | |
| 2243 | 3 | |
| 1730 | 4 | |
| 1609 | 1 | < 0.1% |
| 1607 | 3 | |
| 1556 | 4 | |
| 1522 | 3 |
branchCount
Real number (ℝ)
HIGH CORRELATION
| Distinct | 144 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.8395488 |
| Minimum | 1 |
|---|---|
| Maximum | 503 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 11 |
| 95-th percentile | 33 |
| Maximum | 503 |
| Range | 502 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 14.412769 |
|---|---|
| Coefficient of variation (CV) | 1.4647795 |
| Kurtosis | 179.05324 |
| Mean | 9.8395488 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 8.5685271 |
| Sum | 1001302 |
| Variance | 207.72792 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3 | 22490 | |
| 1 | 15790 | |
| 5 | 15597 | |
| 7 | 9957 | |
| 9 | 7593 | 7.5% |
| 11 | 5618 | 5.5% |
| 13 | 3930 | 3.9% |
| 15 | 3092 | 3.0% |
| 17 | 2288 | 2.2% |
| 19 | 2003 | 2.0% |
| Other values (134) | 13405 |
| Value | Count | Frequency (%) |
| 1 | 15790 | |
| 2 | 2 | < 0.1% |
| 3 | 22490 | |
| 4 | 222 | 0.2% |
| 5 | 15597 | |
| 6 | 256 | 0.3% |
| 7 | 9957 | |
| 8 | 171 | 0.2% |
| 9 | 7593 | 7.5% |
| 10 | 120 | 0.1% |
| Value | Count | Frequency (%) |
| 503 | 2 | < 0.1% |
| 485 | 5 | |
| 464 | 2 | < 0.1% |
| 405 | 3 | |
| 403 | 2 | < 0.1% |
| 401 | 2 | < 0.1% |
| 344 | 2 | < 0.1% |
| 329 | 2 | < 0.1% |
| 274 | 2 | < 0.1% |
| 265 | 1 | < 0.1% |
defects
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.5 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 78699 | |
| True | 23064 | 22.7% |
| id | loc | v(g) | ev(g) | iv(g) | n | v | l | d | i | e | b | t | lOCode | lOComment | lOBlank | locCodeAndComment | uniq_Op | uniq_Opnd | total_Op | total_Opnd | branchCount | defects | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| id | 1.000 | 0.001 | 0.004 | 0.002 | 0.003 | -0.000 | -0.000 | -0.002 | 0.001 | -0.003 | 0.001 | -0.000 | 0.001 | -0.000 | 0.004 | 0.001 | 0.011 | 0.003 | -0.001 | 0.000 | -0.001 | 0.004 | 0.000 |
| loc | 0.001 | 1.000 | 0.812 | 0.492 | 0.745 | 0.650 | 0.651 | -0.863 | 0.590 | 0.488 | 0.642 | 0.650 | 0.642 | 0.678 | 0.473 | 0.599 | 0.253 | 0.560 | 0.602 | 0.648 | 0.643 | 0.811 | 0.075 |
| v(g) | 0.004 | 0.812 | 1.000 | 0.657 | 0.810 | 0.494 | 0.496 | -0.835 | 0.526 | 0.257 | 0.521 | 0.496 | 0.521 | 0.515 | 0.322 | 0.373 | 0.224 | 0.523 | 0.422 | 0.496 | 0.482 | 0.998 | 0.083 |
| ev(g) | 0.002 | 0.492 | 0.657 | 1.000 | 0.472 | 0.194 | 0.196 | -0.566 | 0.241 | 0.036 | 0.221 | 0.196 | 0.220 | 0.191 | 0.191 | 0.137 | 0.141 | 0.254 | 0.142 | 0.198 | 0.184 | 0.661 | 0.156 |
| iv(g) | 0.003 | 0.745 | 0.810 | 0.472 | 1.000 | 0.494 | 0.499 | -0.680 | 0.461 | 0.371 | 0.495 | 0.498 | 0.495 | 0.512 | 0.319 | 0.389 | 0.212 | 0.476 | 0.480 | 0.492 | 0.492 | 0.809 | 0.046 |
| n | -0.000 | 0.650 | 0.494 | 0.194 | 0.494 | 1.000 | 0.999 | -0.503 | 0.933 | 0.835 | 0.987 | 0.998 | 0.988 | 0.959 | 0.506 | 0.821 | 0.285 | 0.891 | 0.944 | 0.996 | 0.993 | 0.494 | 0.109 |
| v | -0.000 | 0.651 | 0.496 | 0.196 | 0.499 | 0.999 | 1.000 | -0.502 | 0.932 | 0.838 | 0.987 | 0.999 | 0.987 | 0.960 | 0.506 | 0.822 | 0.286 | 0.897 | 0.949 | 0.995 | 0.992 | 0.496 | 0.076 |
| l | -0.002 | -0.863 | -0.835 | -0.566 | -0.680 | -0.503 | -0.502 | 1.000 | -0.570 | -0.184 | -0.542 | -0.501 | -0.542 | -0.478 | -0.307 | -0.386 | -0.196 | -0.511 | -0.375 | -0.508 | -0.486 | -0.835 | 0.267 |
| d | 0.001 | 0.590 | 0.526 | 0.241 | 0.461 | 0.933 | 0.932 | -0.570 | 1.000 | 0.612 | 0.972 | 0.930 | 0.972 | 0.905 | 0.469 | 0.762 | 0.274 | 0.938 | 0.804 | 0.938 | 0.916 | 0.527 | 0.182 |
| i | -0.003 | 0.488 | 0.257 | 0.036 | 0.371 | 0.835 | 0.838 | -0.184 | 0.612 | 1.000 | 0.758 | 0.838 | 0.758 | 0.797 | 0.435 | 0.704 | 0.233 | 0.624 | 0.930 | 0.821 | 0.848 | 0.256 | 0.221 |
| e | 0.001 | 0.642 | 0.521 | 0.221 | 0.495 | 0.987 | 0.987 | -0.542 | 0.972 | 0.758 | 1.000 | 0.986 | 0.999 | 0.953 | 0.500 | 0.811 | 0.285 | 0.927 | 0.905 | 0.987 | 0.977 | 0.521 | 0.025 |
| b | -0.000 | 0.650 | 0.496 | 0.196 | 0.498 | 0.998 | 0.999 | -0.501 | 0.930 | 0.838 | 0.986 | 1.000 | 0.986 | 0.959 | 0.507 | 0.821 | 0.286 | 0.895 | 0.949 | 0.994 | 0.991 | 0.495 | 0.076 |
| t | 0.001 | 0.642 | 0.521 | 0.220 | 0.495 | 0.988 | 0.987 | -0.542 | 0.972 | 0.758 | 0.999 | 0.986 | 1.000 | 0.953 | 0.500 | 0.811 | 0.285 | 0.927 | 0.905 | 0.988 | 0.977 | 0.521 | 0.027 |
| lOCode | -0.000 | 0.678 | 0.515 | 0.191 | 0.512 | 0.959 | 0.960 | -0.478 | 0.905 | 0.797 | 0.953 | 0.959 | 0.953 | 1.000 | 0.506 | 0.814 | 0.278 | 0.876 | 0.911 | 0.957 | 0.953 | 0.514 | 0.061 |
| lOComment | 0.004 | 0.473 | 0.322 | 0.191 | 0.319 | 0.506 | 0.506 | -0.307 | 0.469 | 0.435 | 0.500 | 0.507 | 0.500 | 0.506 | 1.000 | 0.532 | 0.272 | 0.454 | 0.486 | 0.505 | 0.504 | 0.323 | 0.090 |
| lOBlank | 0.001 | 0.599 | 0.373 | 0.137 | 0.389 | 0.821 | 0.822 | -0.386 | 0.762 | 0.704 | 0.811 | 0.821 | 0.811 | 0.814 | 0.532 | 1.000 | 0.260 | 0.742 | 0.789 | 0.819 | 0.815 | 0.373 | 0.150 |
| locCodeAndComment | 0.011 | 0.253 | 0.224 | 0.141 | 0.212 | 0.285 | 0.286 | -0.196 | 0.274 | 0.233 | 0.285 | 0.286 | 0.285 | 0.278 | 0.272 | 0.260 | 1.000 | 0.268 | 0.269 | 0.285 | 0.283 | 0.223 | 0.091 |
| uniq_Op | 0.003 | 0.560 | 0.523 | 0.254 | 0.476 | 0.891 | 0.897 | -0.511 | 0.938 | 0.624 | 0.927 | 0.895 | 0.927 | 0.876 | 0.454 | 0.742 | 0.268 | 1.000 | 0.821 | 0.900 | 0.868 | 0.523 | 0.045 |
| uniq_Opnd | -0.001 | 0.602 | 0.422 | 0.142 | 0.480 | 0.944 | 0.949 | -0.375 | 0.804 | 0.930 | 0.905 | 0.949 | 0.905 | 0.911 | 0.486 | 0.789 | 0.269 | 0.821 | 1.000 | 0.932 | 0.954 | 0.421 | 0.071 |
| total_Op | 0.000 | 0.648 | 0.496 | 0.198 | 0.492 | 0.996 | 0.995 | -0.508 | 0.938 | 0.821 | 0.987 | 0.994 | 0.988 | 0.957 | 0.505 | 0.819 | 0.285 | 0.900 | 0.932 | 1.000 | 0.982 | 0.496 | 0.103 |
| total_Opnd | -0.001 | 0.643 | 0.482 | 0.184 | 0.492 | 0.993 | 0.992 | -0.486 | 0.916 | 0.848 | 0.977 | 0.991 | 0.977 | 0.953 | 0.504 | 0.815 | 0.283 | 0.868 | 0.954 | 0.982 | 1.000 | 0.482 | 0.124 |
| branchCount | 0.004 | 0.811 | 0.998 | 0.661 | 0.809 | 0.494 | 0.496 | -0.835 | 0.527 | 0.256 | 0.521 | 0.495 | 0.521 | 0.514 | 0.323 | 0.373 | 0.223 | 0.523 | 0.421 | 0.496 | 0.482 | 1.000 | 0.168 |
| defects | 0.000 | 0.075 | 0.083 | 0.156 | 0.046 | 0.109 | 0.076 | 0.267 | 0.182 | 0.221 | 0.025 | 0.076 | 0.027 | 0.061 | 0.090 | 0.150 | 0.091 | 0.045 | 0.071 | 0.103 | 0.124 | 0.168 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| id | loc | v(g) | ev(g) | iv(g) | n | v | l | d | i | e | b | t | lOCode | lOComment | lOBlank | locCodeAndComment | uniq_Op | uniq_Opnd | total_Op | total_Opnd | branchCount | defects | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 22.0 | 3.0 | 1.0 | 2.0 | 60.0 | 278.63 | 0.06 | 19.56 | 14.25 | 5448.79 | 0.09 | 302.71 | 17 | 1 | 1 | 0 | 16.0 | 9.0 | 38.0 | 22.0 | 5.0 | False |
| 1 | 1 | 14.0 | 2.0 | 1.0 | 2.0 | 32.0 | 151.27 | 0.14 | 7.00 | 21.11 | 936.71 | 0.05 | 52.04 | 11 | 0 | 1 | 0 | 11.0 | 11.0 | 18.0 | 14.0 | 3.0 | False |
| 2 | 2 | 11.0 | 2.0 | 1.0 | 2.0 | 45.0 | 197.65 | 0.11 | 8.05 | 22.76 | 1754.01 | 0.07 | 97.45 | 8 | 0 | 1 | 0 | 12.0 | 11.0 | 28.0 | 17.0 | 3.0 | False |
| 3 | 3 | 8.0 | 1.0 | 1.0 | 1.0 | 23.0 | 94.01 | 0.19 | 5.25 | 17.86 | 473.66 | 0.03 | 26.31 | 4 | 0 | 2 | 0 | 8.0 | 6.0 | 16.0 | 7.0 | 1.0 | True |
| 4 | 4 | 11.0 | 2.0 | 1.0 | 2.0 | 17.0 | 60.94 | 0.18 | 5.63 | 12.44 | 365.67 | 0.02 | 20.31 | 7 | 0 | 2 | 0 | 7.0 | 6.0 | 10.0 | 10.0 | 3.0 | False |
| 5 | 5 | 23.0 | 4.0 | 4.0 | 3.0 | 69.0 | 338.21 | 0.07 | 14.15 | 22.81 | 3772.51 | 0.11 | 209.42 | 17 | 1 | 2 | 0 | 16.0 | 10.0 | 40.0 | 19.0 | 7.0 | False |
| 6 | 6 | 24.0 | 4.0 | 1.0 | 4.0 | 60.0 | 294.41 | 0.08 | 12.46 | 24.62 | 3295.25 | 0.10 | 183.07 | 19 | 0 | 3 | 0 | 14.0 | 13.0 | 40.0 | 23.0 | 7.0 | False |
| 7 | 7 | 14.0 | 1.0 | 1.0 | 1.0 | 49.0 | 221.65 | 0.18 | 5.47 | 46.06 | 1183.48 | 0.07 | 65.75 | 11 | 0 | 2 | 0 | 7.0 | 18.0 | 26.0 | 23.0 | 1.0 | False |
| 8 | 8 | 34.0 | 10.0 | 1.0 | 4.0 | 122.0 | 684.98 | 0.07 | 14.33 | 43.43 | 9941.84 | 0.23 | 552.32 | 29 | 1 | 3 | 0 | 16.0 | 29.0 | 75.0 | 47.0 | 19.0 | False |
| 9 | 9 | 9.0 | 2.0 | 1.0 | 2.0 | 16.0 | 55.35 | 0.11 | 9.00 | 6.15 | 498.16 | 0.02 | 27.68 | 4 | 0 | 2 | 0 | 9.0 | 2.0 | 12.0 | 4.0 | 3.0 | False |
| id | loc | v(g) | ev(g) | iv(g) | n | v | l | d | i | e | b | t | lOCode | lOComment | lOBlank | locCodeAndComment | uniq_Op | uniq_Opnd | total_Op | total_Opnd | branchCount | defects | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 101753 | 101753 | 44.0 | 3.0 | 3.0 | 3.0 | 128.0 | 682.44 | 0.07 | 14.00 | 51.93 | 7198.75 | 0.23 | 399.93 | 38 | 0 | 4 | 0 | 14.0 | 30.0 | 68.0 | 54.0 | 5.0 | False |
| 101754 | 101754 | 21.0 | 2.0 | 1.0 | 2.0 | 57.0 | 265.93 | 0.11 | 8.88 | 29.93 | 2362.67 | 0.09 | 131.26 | 15 | 0 | 5 | 3 | 11.0 | 13.0 | 36.0 | 21.0 | 3.0 | False |
| 101755 | 101755 | 10.0 | 2.0 | 1.0 | 2.0 | 15.0 | 55.51 | 0.21 | 4.67 | 10.28 | 222.03 | 0.01 | 12.33 | 6 | 0 | 1 | 0 | 8.0 | 3.0 | 10.0 | 5.0 | 3.0 | False |
| 101756 | 101756 | 22.0 | 5.0 | 3.0 | 3.0 | 55.0 | 264.40 | 0.08 | 13.00 | 19.01 | 3050.82 | 0.09 | 169.49 | 14 | 0 | 2 | 1 | 13.0 | 9.0 | 34.0 | 21.0 | 9.0 | False |
| 101757 | 101757 | 19.0 | 3.0 | 1.0 | 2.0 | 50.0 | 222.97 | 0.09 | 10.67 | 22.12 | 2189.40 | 0.07 | 121.63 | 14 | 0 | 3 | 0 | 12.0 | 9.0 | 30.0 | 18.0 | 5.0 | False |
| 101758 | 101758 | 10.0 | 2.0 | 1.0 | 1.0 | 28.0 | 122.98 | 0.15 | 6.60 | 18.63 | 811.70 | 0.04 | 45.09 | 7 | 0 | 1 | 0 | 11.0 | 8.0 | 16.0 | 12.0 | 3.0 | False |
| 101759 | 101759 | 27.0 | 5.0 | 4.0 | 1.0 | 107.0 | 559.93 | 0.06 | 18.00 | 34.17 | 11268.27 | 0.19 | 626.01 | 23 | 0 | 2 | 0 | 18.0 | 20.0 | 67.0 | 40.0 | 9.0 | False |
| 101760 | 101760 | 26.0 | 1.0 | 1.0 | 1.0 | 83.0 | 360.17 | 0.04 | 22.75 | 12.56 | 5893.69 | 0.12 | 327.43 | 20 | 0 | 4 | 0 | 10.0 | 8.0 | 51.0 | 28.0 | 1.0 | False |
| 101761 | 101761 | 10.0 | 2.0 | 1.0 | 2.0 | 43.0 | 191.76 | 0.15 | 6.46 | 29.53 | 1534.04 | 0.06 | 85.22 | 7 | 0 | 1 | 0 | 11.0 | 14.0 | 24.0 | 19.0 | 3.0 | False |
| 101762 | 101762 | 136.0 | 18.0 | 18.0 | 1.0 | 296.0 | 1704.57 | 0.02 | 44.82 | 44.08 | 77011.02 | 0.57 | 4278.43 | 102 | 1 | 11 | 0 | 22.0 | 31.0 | 162.0 | 135.0 | 35.0 | False |